Datasets
===================================

Preprocessing
------------

We provide preprocessing classes for various datasets to preprocess the data before training. These classes are listed below:

- ``preprocess.cas_preprocess``
  
    Preprocessing for the CAS EEG dataset.

- ``preprocess.deap_preprocess``

    Preprocessing for the \ `DEAP EEG dataset`_\ .

- ``preprocess.dreamer_preprocess``

    Preprocessing for the DREAMER EEG dataset.

- ``preprocess.hci_preprocess``

    Preprocessing for the \ `HCI EEG dataset`_\ .

- ``preprocess.mped_preprocess``

    Preprocessing for the \ `MPED EEG dataset`_\ .

- ``preprocess.seed_preprocess``

    Preprocessing for the \ `SEED EEG dataset`_\ .

- ``preprocess.seediv_preprocess``

    Preprocessing for the \ `SEED-IV EEG dataset`_\ .

- ``preprocess.seedv_preprocess``

    Preprocessing for the \ `SEED-V EEG dataset`_\ .

.. _DEAP EEG dataset: https://www.eecs.qmul.ac.uk/mmv/datasets/deap/
.. _HCI EEG dataset: https://mahnob-db.eu/hci-tagging/
.. _MPED EEG dataset: https://github.com/Tengfei000/MPED
.. _SEED EEG dataset: https://bcmi.sjtu.edu.cn/~seed/seed.html#
.. _SEED-IV EEG dataset: https://bcmi.sjtu.edu.cn/~seed/seed-iv.html
.. _SEED-V EEG dataset: https://bcmi.sjtu.edu.cn/~seed/seed-v.html